Multiple Parallel MapReduce k-Means Clustering with Validation and Selection. - Kemilly Dearo Garcia; Murilo Coelho Naldi (BRACIS, 2014)

Unsupervised Domain Adaptation for Human Activity Recognition. - Paulo Barbosa; Kemilly Dearo Garcia; João Mendes-Moreira 001; André C. P. L. F. de Carvalho (IDEAL (1), 2018)

A Cluster-Based Prototype Reduction for Online Classification. - Kemilly Dearo Garcia; André C. P. L. F. de Carvalho; João Mendes-Moreira 001 (IDEAL (1), 2018)

A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition. - Kemilly Dearo Garcia; Tiago Carvalho 001; João Mendes-Moreira 001; João M. P. Cardoso; André C. P. L. F. de Carvalho (CoRR, 2018)

Ensemble Clustering for Novelty Detection in Data Streams. - Kemilly Dearo Garcia; Elaine Ribeiro de Faria; Cláudio Rebelo de Sá; João Mendes-Moreira 001; Charu C. Aggarwal; André C. P. L. F. de Carvalho; Joost N. Kok (DS, 2019)

Online Clustering for Novelty Detection and Concept Drift in Data Streams. - Kemilly Dearo Garcia; Mannes Poel; Joost N. Kok; André C. P. L. F. de Carvalho (EPIA (2), 2019)

An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition. - Paulo J. S. Ferreira; Ricardo M. C. Magalhães; Kemilly Dearo Garcia; João M. P. Cardoso; João Mendes-Moreira 001 (IDEAL (1), 2019)

A Study on Hyperparameter Configuration for Human Activity Recognition. - Kemilly Dearo Garcia; Tiago Carvalho 001; João Mendes-Moreira 001; João M. P. Cardoso; André C. P. L. F. de Carvalho (SOCO, 2019)

An ensemble of autonomous auto-encoders for human activity recognition. - Kemilly Dearo Garcia; Cláudio Rebelo de Sá; Mannes Poel; Tiago Carvalho 001; João Mendes-Moreira 001; João M. P. Cardoso; André C. P. L. F. de Carvalho; Joost N. Kok (Neurocomputing, 2021)